{"id":"W2882980046","doi":"10.1177/2374373518787467","title":"Patient’s Perspective on Management of Chronic Pain Associated With Frequent Emergency Attendances and Psychiatric Diagnoses","year":2018,"lang":"en","type":"article","venue":"Journal of Patient Experience","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Perspective (graphical); Psychological intervention; Chronic pain; Medicine; Medical diagnosis; Psychiatry; Liaison psychiatry; Psychiatric diagnosis; Mental health; Schizophrenia (object-oriented programming)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002409069,0.0001233996,0.0002354461,0.0001455672,0.00007313231,0.000004819636,0.00005612499,0.00003511969,0.00008131436],"category_scores_gemma":[0.0002111418,0.00007824218,0.00008682643,0.0002889628,0.0002088478,0.0001064524,0.00001677271,0.0001065366,0.000001225181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291209,"about_ca_system_score_gemma":0.00004494699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001498684,"about_ca_topic_score_gemma":0.00001323447,"domain_scores_codex":[0.9985808,0.0001256885,0.0004651794,0.0001668864,0.0005119066,0.0001494988],"domain_scores_gemma":[0.9986579,0.00008106527,0.0005722407,0.0001286069,0.0004621095,0.00009810114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002551921,0.008508233,0.7151476,0.001642188,0.001329472,0.0001354861,0.1434931,0.0001114454,0.006022394,0.006601517,0.002882737,0.1115739],"study_design_scores_gemma":[0.003034019,0.08772496,0.8198885,0.003705183,0.0001714644,0.00001908899,0.0807683,0.0002325555,0.002797833,0.0006044758,0.000705119,0.0003484649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964876,0.001381449,0.0001821868,0.0003594531,0.0003784082,0.0003207639,0.000001766149,0.00000632844,0.000882006],"genre_scores_gemma":[0.9986848,0.0003901392,0.0007079695,0.0000787467,0.00008971067,0.00001475748,8.887267e-7,0.000008964049,0.00002400438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1112254,"threshold_uncertainty_score":0.3190623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008162352270108001,"score_gpt":0.289611733807692,"score_spread":0.281449381537584,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}